MadryLab / datamodelsLinks
☆31Updated 2 years ago
Alternatives and similar repositories for datamodels
Users that are interested in datamodels are comparing it to the libraries listed below
Sorting:
- Data for "Datamodels: Predicting Predictions with Training Data"☆97Updated 2 years ago
- ModelDiff: A Framework for Comparing Learning Algorithms☆58Updated 2 years ago
- Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"☆17Updated last year
- Distilling Model Failures as Directions in Latent Space☆47Updated 2 years ago
- ☆63Updated 3 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆83Updated last year
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Updated 2 years ago
- ☆16Updated 2 years ago
- Code for the ICLR 2022 paper. Salient Imagenet: How to discover spurious features in deep learning?☆40Updated 3 years ago
- A fast, effective data attribution method for neural networks in PyTorch☆222Updated last year
- A simple PyTorch implementation of influence functions.☆91Updated last year
- ☆18Updated 3 years ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆36Updated 3 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆13Updated 2 years ago
- Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet☆32Updated 2 years ago
- Official PyTorch implementation of "Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data" (NeurIPS'23)☆15Updated 2 years ago
- ☆55Updated 5 years ago
- ☆96Updated 3 years ago
- Code repo for the model organisms and convergent directions of EM papers.☆40Updated 2 months ago
- Post-processing for fair classification☆16Updated 5 months ago
- Official Repository for ICML 2023 paper "Can Neural Network Memorization Be Localized?"☆20Updated 2 years ago
- ☆23Updated last year
- ☆59Updated 2 years ago
- ☆110Updated 2 years ago
- ☆37Updated 2 years ago
- ☆46Updated 2 years ago
- This repository holds code and other relevant files for the NeurIPS 2022 tutorial: Foundational Robustness of Foundation Models.☆72Updated 2 years ago
- Recycling diverse models☆46Updated 2 years ago
- Pytorch Datasets for Easy-To-Hard☆29Updated 11 months ago
- ☆62Updated 4 years ago